Copying business contacts out of a directory by hand works for about a dozen records. Then it stops. To extract business contacts at any real scale you need software that reads the listings and writes them into a spreadsheet for you. This guide compares the main tools to find business contacts, with pricing checked in July 2026 and the catch that comes with each one.
The short answer: the best tool depends on the job. To extract business contacts from directories in bulk on a fixed budget, Lead Scrape wins on flat annual pricing and unlimited searches. For a one-off lookup of a single contact, RocketReach costs less. For a large prebuilt database with intent signals, ZoomInfo or Apollo lead, if you can absorb the cost.
A business data scraper is software that pulls structured business records from B2B directories in bulk, then exports them to a spreadsheet or CRM. Those records cover company name, address, phone, website, email, and named contacts.
Best Tools to Extract Business Contacts from Directories
The best tool to extract business contacts is the one whose pricing model matches your volume. Pull large lists every week and a flat annual fee is the cheaper shape by a wide margin. Credits only win if you are looking up a contact or two a month. Every price below came off the vendor's own pricing page in July 2026.
| Tool | Best for | Pricing model (as of July 2026) | Key limitation |
|---|---|---|---|
| Lead Scrape | Bulk extraction of business contacts from directories on a flat annual budget | Flat annual license, $97 to $247 per year, unlimited searches, no per-record charge (July 2026) | Desktop app for Windows and macOS only; no cloud API |
| Outscraper | Occasional pay-as-you-go pulls of business listings and map data | Pay-as-you-go, $3 per 1,000 base records, falling to $1 per 1,000 above 100,000 a month, with emails and verification each billed at $3 per 1,000 on top (July 2026) | Billing stacks per task, so the final total is only known once a job finishes; more technical setup |
| Apollo.io | Searching a prebuilt B2B database with built-in email sequencing | Basic $49 per user per month, Professional $79, Organization $119, billed annually (July 2026) | Per-seat, and Apollo's pricing FAQ confirms an export credit is consumed every time you move a contact outside Apollo |
| UpLead | Verified contact pulls when you want a per-record accuracy guarantee | $74 per month billed annually for 170 credits, with extra credits at $0.60 each (July 2026) | Credit-metered: one credit per revealed contact, so the bill rises with every list you build |
| RocketReach | One-off lookups of an individual decision-maker's email and phone | Essentials $19 per month, $229 billed annually; Pro $52 per month, $619 annually (July 2026) | Essentials is email-only and capped at 1,200 exports a year; phone numbers need the Pro tier |
| ZoomInfo | Enterprise teams needing the largest database with buyer-intent signals | No public pricing; quote only. Procurement platform Vendr puts the median buyer at $33,500 per year (July 2026) | Negotiated annual contract with credit pools; Vendr records deals ranging from $7,200 to $155,820 |
Apollo, UpLead, RocketReach, and ZoomInfo sell access to records they already hold, metered by seats or credits, so the more you prospect the more you pay. Lead Scrape and Outscraper go and fetch the data when you run the search. Of the six tools above, only Lead Scrape charges the same whether you run one search this year or a thousand.
The procurement data shows what metered billing looks like from the buyer's side. Vendr, which negotiates software contracts on behalf of buyers, records ZoomInfo deals running from $7,200 to $155,820 a year for the same product. That is more than twenty times the price for the same software. The bill tracks seats and credit pools, so the heavier your prospecting, the more you hand over for work you were going to do anyway.
What Contact Data Can You Extract?
An email address on its own does not get you very far. A directory extractor pulls emails and phone numbers from business listings along with the company record wrapped around them, and it picks up the named people as well. Lead Scrape collects up to roughly 50 data points per business, split across a Companies view and a Contacts view, so you end up with the organisation and the people who work there.
The categories below are broader than they look. Switch on SEO data or technology stack and each one returns more than ten separate fields of its own.
- Company or business name
- Full street address
- Phone number
- Website URL
- Email addresses, verified as they are collected
- Contact name and job title
- LinkedIn profile URL for the contact
- Social media profiles (Facebook, X, Instagram)
- Business category
- Review ratings and follower counts (Business edition)
- SEO metrics and technology-stack signals
A company listing on its own tells you where to phone. The Contacts tab is the half that makes the file worth working: a person to address, their job title, a verified email, and a LinkedIn URL to read before you reach out. The full field breakdown is on the Lead Scrape features page.
How to Pull Contact Details in Bulk
To extract company contact details in bulk, pick an industry, set a country and city, switch on the emails and contacts option, run the search, then filter and export. Lead Scrape merges the matching records from multiple B2B directories, strips the duplicates, and writes the rows you can see to CSV, Excel, or JSON.
- Choose an industry. Type it into the search box and pick a suggestion or enter your own.
- Set the location. Choose a country and city. The Business edition can take a whole state or region in one run.
- Turn on Emails and Contacts. This tells the tool to collect named people and their emails, not just company listings.
- Run the search. Lead Scrape gathers matching records from multiple B2B directories, merges them, and removes duplicates so you are left with one clean set.
- Filter, then export. Narrow the list, then export the visible rows to CSV, Excel, or JSON.
Quick filters narrow every column as you type. Advanced filters chain conditions with AND or OR logic, and the company filters can be pushed across to the contacts so both views stay in sync. The Business edition also takes bulk searches: upload up to 250 cities or industries in one file and let it work through the queue.
How much comes back depends on your edition. Standard draws on three B2B directories. Business draws on seven and merges them, and you can see the difference in the counts: restaurants in San Diego returns on the order of 1,500 records on Standard and around 4,000 on Business, deduplicated into a single list.
Can You Export Business Contacts to CSV or Excel?
Yes. CSV, Excel, or JSON, and the export is context-aware: it writes only the rows and columns you have filtered and visible, in the order you arranged them. Open the file and it is already the list you built, with no rows to delete and no headers to drag around first.
The file is optional. Lead Scrape pushes contacts straight out to HubSpot, Pipedrive, GoHighLevel, Instantly, and Smartlead, with outbound webhooks for Zapier, Make, and N8N, so a finished list can reach a CRM without a CSV in between. See our integrations page.
Directory Extractor vs. Business Contact Finder vs. Lead Extractor
These three names get lumped together constantly, and they do different jobs. A directory extractor like Lead Scrape pulls full company and contact records in bulk. A business contact finder, covered in our email finder tools comparison, resolves one address at a time for a person you can already name. A lead extractor, explained in our lead extractor guide, is the wider category all of them sit in. If you want a list rather than one contact, reach for the directory extractor.
Free vs. Paid Business Data Scrapers
Look at the pricing model before you look at the price. A free scraper has no license fee and still costs you a weekend of setup and a proxy bill. Credit-based databases look cheap at the entry tier, then climb in step with how much prospecting you do.
Is There a Free Business Contact Extractor?
No free tool does this job end to end. Open-source and no-code scrapers such as Scrapy, Octoparse, and Apify cost nothing to start, and then you write the extraction rules, supply the proxies, and verify and deduplicate everything that comes back yourself. Budget a few days for that before you file it under free. The practical free route is a free trial of a paid extractor, which lets you run real searches before you commit.
What 5,000 contacts a month really costs
Here is the arithmetic, worked from the published rates above. Say you need 5,000 verified business contacts a month, a normal appetite for an agency serving a handful of clients. Over a year, 60,000 records.
| Pricing model | Published rate (July 2026) | Effective cost per record | 12-month cost at 60,000 records |
|---|---|---|---|
| Per-credit database | UpLead: Essentials $74 a month (170 credits), Plus $149 (400 credits), both billed annually; extra credits $0.60 and $0.50 | $0.49 to $0.59 | $29,000 to $36,000 |
| Pay-as-you-go extractor | Outscraper: $3 per 1,000 base, plus $3 per 1,000 emails and $3 per 1,000 verification | About $0.01 | Around $540 |
| Flat annual license | Lead Scrape: $97 to $247 a year, unlimited searches | $0.002 to $0.004 | $97 to $247 |
The credit figures need a caveat, and it is a telling one: no published UpLead plan carries 5,000 credits a month at all. The largest with a price on the page, Plus, includes 400, so the other 4,600 arrive as extra credits at $0.50 each, and the range above assumes you buy them at list price. Anything beyond that is a sales conversation rather than a number on a page.
Pull one list of 5,000 and stop there, and pay-as-you-go wins outright. No annual license beats about $45 for a single job. Repeat that list every month and the flat license becomes the only bill on the page that does not move: the same $247 covers the first search and the fiftieth, while the credit database charges you again for every record, every time. (Illustrative estimate from published list prices, not a quote.)
How Accurate Is Extracted Business Contact Data?
Accuracy comes down to two things: whether the tool checks what it collects, and how old the record already was when it reached you. Business contact data decays continuously as people change jobs and companies close, so a list that was clean in January is not clean in December. Verify at extraction time and that gap stays small.
There are numbers on this. ZeroBounce processed more than 11 billion email addresses in 2025 and reports that at least 23% of an email list degrades in a year, an improvement on the 28% it recorded the year before. Job changes explain most of it. The US Bureau of Labor Statistics put median employee tenure at 3.9 years in January 2024, the lowest since 2002, with 22% of workers holding their current job for a year or less.
The damage from a stale list does not stop at a poor open rate. Gmail's bulk sender rules require senders to keep the spam rate reported in Postmaster Tools below 0.30%, and recommend staying under 0.10%. Push a decayed list through a sending platform and you spend your sender reputation rather than credits, and there is no page where you can buy that back.
Lead Scrape closes that gap from both ends. It verifies each address as it collects it rather than handing you a file to clean afterwards, and it reads multiple B2B directories live at search time instead of serving records from a store last refreshed months ago, which is how an enormous database ends up full of dead rows.
Which Business Data Scraper Should You Choose?
Most buyers land in one of three situations. Building lists for multiple clients every week: Lead Scrape, on the flat annual license. Prospecting one territory and needing named contacts with verified emails: Lead Scrape Business. Looking up a single decision-maker once in a while: RocketReach. Only reach for Apollo or ZoomInfo when you specifically need buyer-intent data.
An agency building lists for several clients. Metered pricing sends its biggest invoice in your busiest month. Under a flat license the cost sits still while you pull a fresh list per client, and the context-aware export hands off a clean file for each one with nothing to re-clean.
A B2B sales team working a defined territory. You want named contacts with verified emails and a LinkedIn profile to vet each lead before outreach, and one Business-edition region run returns several thousand deduplicated records in a pass. If you need buyer-intent scoring on top, Apollo and ZoomInfo do more, at a usage-linked price.
The occasional one-off lookup. For one decision-maker's email now and then, a per-credit business contact finder such as RocketReach beats any subscription: you pay only for the lookups you make. Our email finder tools comparison covers that case.
Is It Legal to Scrape Business Directory Data?
Scraping publicly listed business directory data is generally lawful in the United States. What you do with it afterwards is where the rules bite. The GDPR, the CCPA, and each source's terms of service set the boundaries. Business data carries fewer restrictions than personal consumer data, but you still need a lawful basis to contact people and must honour opt-out requests.
The rules that catch people out sit on the sending side. The FTC is explicit that the CAN-SPAM Act makes no exception for business-to-business email: a cold email to a company address still needs accurate headers, a valid physical postal address, and a working opt-out honoured within 10 business days, with penalties up to $53,088 per offending message. Stay with public listing data and put your compliance effort into how you send.
For the full picture, including what the hiQ Labs v. LinkedIn ruling settled about scraping public data, read our guide on web scraping for lead generation and what is legal.
Bottom line: pick Lead Scrape to build large contact lists from directories at a predictable yearly cost. Reach for RocketReach or a similar finder for the occasional single lookup. Save ZoomInfo or Apollo for when you need a vast prebuilt database with intent signals and can absorb per-seat or per-credit pricing.